ATM Transaction Dashboard Designed and implemented an interactive ATM Transaction Analytics Dashboard to provide end-to-end visibility into transaction performance, cash utilization, and operational efficiency. The dashboard enables stakeholders to proactively monitor ATM health and make data-driven decisions. 📊Key Highlights & Business Impact: ✅Cost Reduction: Identified low-performing and high-failure ATMs, enabling targeted maintenance and reducing unnecessary service and cash-handling costs ✅Improved Uptime: Monitored transaction success rates and downtime trends to detect issues early and minimize ATM outages ✅Enhanced Customer Experience: Reduced failed transactions and cash-out incidents, leading to smoother customer interactions and higher satisfaction ✅Operational Efficiency: Optimized cash replenishment cycles by analyzing withdrawal patterns and peak usage periods ✅Actionable Insights: Drill-downs by location, time, and transaction type to support faster root-cause analysis and decision-making

This is a sample dashboard I built to demonstrate my approach to customer success and data analytics. It tracks key metrics like retention, churn, and customer health, turning raw data into clear insights that support proactive decision-making. I created it using demo data to showcase how I structure dashboards and surface actionable findings — the same approach I bring to real client projects.